Dataset statistics
| Number of variables | 16 |
|---|---|
| Number of observations | 2297 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 287.2 KiB |
| Average record size in memory | 128.1 B |
Variable types
| Numeric | 16 |
|---|
df_index is highly correlated with Run and 8 other fields | High correlation |
Run is highly correlated with df_index and 8 other fields | High correlation |
Reboiler duty (W) is highly correlated with CO2 emitted while capturing (kmol/hr) and 1 other fields | High correlation |
Solvent circulation (kmol/hr) is highly correlated with CO2 captured (kmol/hr) and 3 other fields | High correlation |
CO2 in feed (kmol/hr) is highly correlated with df_index and 9 other fields | High correlation |
Reboiler emission/capture emissions is highly correlated with df_index and 7 other fields | High correlation |
CO2 captured (kmol/hr) is highly correlated with Solvent circulation (kmol/hr) and 9 other fields | High correlation |
CO2 emitted while capturing (kmol/hr) is highly correlated with Reboiler duty (W) and 4 other fields | High correlation |
CO2 net captured (kmol/hr) is highly correlated with Solvent circulation (kmol/hr) and 9 other fields | High correlation |
CO2 net captured (%) is highly correlated with df_index and 2 other fields | High correlation |
MWh/ton CO2 net captured is highly correlated with df_index and 9 other fields | High correlation |
CO2 emitted/captured (%) is highly correlated with df_index and 9 other fields | High correlation |
CO2 conc. To storage (mol%) is highly correlated with df_index and 8 other fields | High correlation |
CO2 in feed (mol%) is highly correlated with df_index and 9 other fields | High correlation |
CO2 in acid gas (kmol/hr) is highly correlated with df_index and 8 other fields | High correlation |
CO2 from reboiler (kmol/hr) is highly correlated with Reboiler duty (W) and 1 other fields | High correlation |
df_index is highly correlated with Run and 8 other fields | High correlation |
Run is highly correlated with df_index and 8 other fields | High correlation |
Reboiler duty (W) is highly correlated with df_index and 4 other fields | High correlation |
Solvent circulation (kmol/hr) is highly correlated with Reboiler duty (W) and 5 other fields | High correlation |
CO2 in feed (kmol/hr) is highly correlated with df_index and 8 other fields | High correlation |
Reboiler emission/capture emissions is highly correlated with df_index and 5 other fields | High correlation |
CO2 captured (kmol/hr) is highly correlated with Solvent circulation (kmol/hr) and 5 other fields | High correlation |
CO2 emitted while capturing (kmol/hr) is highly correlated with Reboiler duty (W) and 4 other fields | High correlation |
CO2 net captured (kmol/hr) is highly correlated with Solvent circulation (kmol/hr) and 7 other fields | High correlation |
CO2 net captured (%) is highly correlated with df_index and 2 other fields | High correlation |
MWh/ton CO2 net captured is highly correlated with CO2 emitted/captured (%) | High correlation |
CO2 emitted/captured (%) is highly correlated with df_index and 7 other fields | High correlation |
CO2 conc. To storage (mol%) is highly correlated with CO2 in feed (kmol/hr) and 4 other fields | High correlation |
CO2 in feed (mol%) is highly correlated with df_index and 8 other fields | High correlation |
CO2 in acid gas (kmol/hr) is highly correlated with df_index and 7 other fields | High correlation |
CO2 from reboiler (kmol/hr) is highly correlated with df_index and 4 other fields | High correlation |
df_index is highly correlated with Run and 6 other fields | High correlation |
Run is highly correlated with df_index and 6 other fields | High correlation |
Reboiler duty (W) is highly correlated with CO2 emitted while capturing (kmol/hr) and 1 other fields | High correlation |
Solvent circulation (kmol/hr) is highly correlated with CO2 emitted while capturing (kmol/hr) and 1 other fields | High correlation |
CO2 in feed (kmol/hr) is highly correlated with df_index and 8 other fields | High correlation |
Reboiler emission/capture emissions is highly correlated with MWh/ton CO2 net captured and 1 other fields | High correlation |
CO2 captured (kmol/hr) is highly correlated with CO2 in feed (kmol/hr) and 3 other fields | High correlation |
CO2 emitted while capturing (kmol/hr) is highly correlated with Reboiler duty (W) and 4 other fields | High correlation |
CO2 net captured (kmol/hr) is highly correlated with CO2 in feed (kmol/hr) and 3 other fields | High correlation |
CO2 net captured (%) is highly correlated with Solvent circulation (kmol/hr) | High correlation |
MWh/ton CO2 net captured is highly correlated with df_index and 7 other fields | High correlation |
CO2 emitted/captured (%) is highly correlated with df_index and 7 other fields | High correlation |
CO2 conc. To storage (mol%) is highly correlated with df_index and 6 other fields | High correlation |
CO2 in feed (mol%) is highly correlated with df_index and 8 other fields | High correlation |
CO2 in acid gas (kmol/hr) is highly correlated with df_index and 6 other fields | High correlation |
CO2 from reboiler (kmol/hr) is highly correlated with Reboiler duty (W) and 1 other fields | High correlation |
df_index is highly correlated with Run and 13 other fields | High correlation |
Run is highly correlated with df_index and 13 other fields | High correlation |
Reboiler duty (W) is highly correlated with df_index and 8 other fields | High correlation |
Solvent circulation (kmol/hr) is highly correlated with df_index and 8 other fields | High correlation |
CO2 in feed (kmol/hr) is highly correlated with df_index and 7 other fields | High correlation |
Reboiler emission/capture emissions is highly correlated with df_index and 11 other fields | High correlation |
CO2 captured (kmol/hr) is highly correlated with df_index and 13 other fields | High correlation |
CO2 emitted while capturing (kmol/hr) is highly correlated with df_index and 10 other fields | High correlation |
CO2 net captured (kmol/hr) is highly correlated with df_index and 11 other fields | High correlation |
CO2 net captured (%) is highly correlated with df_index and 12 other fields | High correlation |
MWh/ton CO2 net captured is highly correlated with CO2 net captured (%) and 2 other fields | High correlation |
CO2 emitted/captured (%) is highly correlated with df_index and 13 other fields | High correlation |
CO2 conc. To storage (mol%) is highly correlated with df_index and 10 other fields | High correlation |
CO2 in feed (mol%) is highly correlated with df_index and 7 other fields | High correlation |
CO2 in acid gas (kmol/hr) is highly correlated with df_index and 10 other fields | High correlation |
CO2 from reboiler (kmol/hr) is highly correlated with df_index and 8 other fields | High correlation |
df_index has unique values | Unique |
Run has unique values | Unique |
Reboiler emission/capture emissions has unique values | Unique |
CO2 captured (kmol/hr) has unique values | Unique |
CO2 emitted while capturing (kmol/hr) has unique values | Unique |
CO2 net captured (kmol/hr) has unique values | Unique |
CO2 net captured (%) has unique values | Unique |
MWh/ton CO2 net captured has unique values | Unique |
CO2 emitted/captured (%) has unique values | Unique |
CO2 conc. To storage (mol%) has unique values | Unique |
Reproduction
| Analysis started | 2023-08-27 07:37:16.220999 |
|---|---|
| Analysis finished | 2023-08-27 07:38:13.701167 |
| Duration | 57.48 seconds |
| Software version | pandas-profiling v3.1.0 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1329.422725 |
| Minimum | 0 |
|---|---|
| Maximum | 2482 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 291.8 |
| Q1 | 760 |
| median | 1334 |
| Q3 | 1908 |
| 95-th percentile | 2367.2 |
| Maximum | 2482 |
| Range | 2482 |
| Interquartile range (IQR) | 1148 |
Descriptive statistics
| Standard deviation | 671.1404014 |
|---|---|
| Coefficient of variation (CV) | 0.5048359627 |
| Kurtosis | -1.143506371 |
| Mean | 1329.422725 |
| Median Absolute Deviation (MAD) | 574 |
| Skewness | -0.04046453472 |
| Sum | 3053684 |
| Variance | 450429.4384 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 0 | 1 | < 0.1% |
| 1720 | 1 | < 0.1% |
| 1714 | 1 | < 0.1% |
| 1715 | 1 | < 0.1% |
| 1716 | 1 | < 0.1% |
| 1717 | 1 | < 0.1% |
| 1718 | 1 | < 0.1% |
| 1719 | 1 | < 0.1% |
| 1721 | 1 | < 0.1% |
| 1712 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 13 | 1 |
| Value | Count | Frequency (%) |
| 2482 | 1 | |
| 2481 | 1 | |
| 2480 | 1 | |
| 2479 | 1 | |
| 2478 | 1 | |
| 2477 | 1 | |
| 2476 | 1 | |
| 2475 | 1 | |
| 2474 | 1 | |
| 2473 | 1 |
| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1330.422725 |
| Minimum | 1 |
|---|---|
| Maximum | 2483 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 292.8 |
| Q1 | 761 |
| median | 1335 |
| Q3 | 1909 |
| 95-th percentile | 2368.2 |
| Maximum | 2483 |
| Range | 2482 |
| Interquartile range (IQR) | 1148 |
Descriptive statistics
| Standard deviation | 671.1404014 |
|---|---|
| Coefficient of variation (CV) | 0.5044565074 |
| Kurtosis | -1.143506371 |
| Mean | 1330.422725 |
| Median Absolute Deviation (MAD) | 574 |
| Skewness | -0.04046453472 |
| Sum | 3055981 |
| Variance | 450429.4384 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 1721 | 1 | < 0.1% |
| 1715 | 1 | < 0.1% |
| 1716 | 1 | < 0.1% |
| 1717 | 1 | < 0.1% |
| 1718 | 1 | < 0.1% |
| 1719 | 1 | < 0.1% |
| 1720 | 1 | < 0.1% |
| 1722 | 1 | < 0.1% |
| 1713 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 12 | 1 | |
| 13 | 1 | |
| 14 | 1 |
| Value | Count | Frequency (%) |
| 2483 | 1 | |
| 2482 | 1 | |
| 2481 | 1 | |
| 2480 | 1 | |
| 2479 | 1 | |
| 2478 | 1 | |
| 2477 | 1 | |
| 2476 | 1 | |
| 2475 | 1 | |
| 2474 | 1 |
Reboiler duty (W)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 23 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1428167.175 |
| Minimum | 600000 |
|---|---|
| Maximum | 5000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 600000 |
|---|---|
| 5-th percentile | 600000 |
| Q1 | 800000 |
| median | 1050000 |
| Q3 | 1300000 |
| 95-th percentile | 4500000 |
| Maximum | 5000000 |
| Range | 4400000 |
| Interquartile range (IQR) | 500000 |
Descriptive statistics
| Standard deviation | 1079509.54 |
|---|---|
| Coefficient of variation (CV) | 0.7558705725 |
| Kurtosis | 3.106547598 |
| Mean | 1428167.175 |
| Median Absolute Deviation (MAD) | 250000 |
| Skewness | 2.039477973 |
| Sum | 3280500000 |
| Variance | 1.165340847 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1000000 | 178 | 7.7% |
| 800000 | 117 | 5.1% |
| 1250000 | 117 | 5.1% |
| 1200000 | 117 | 5.1% |
| 1150000 | 117 | 5.1% |
| 1100000 | 117 | 5.1% |
| 1050000 | 117 | 5.1% |
| 950000 | 117 | 5.1% |
| 900000 | 117 | 5.1% |
| 850000 | 117 | 5.1% |
| Other values (13) | 1066 |
| Value | Count | Frequency (%) |
| 600000 | 117 | |
| 650000 | 117 | |
| 700000 | 117 | |
| 750000 | 116 | |
| 800000 | 117 | |
| 850000 | 117 | |
| 900000 | 117 | |
| 950000 | 117 | |
| 1000000 | 178 | |
| 1050000 | 117 |
| Value | Count | Frequency (%) |
| 5000000 | 58 | |
| 4500000 | 58 | |
| 4000000 | 60 | |
| 3500000 | 60 | |
| 3000000 | 60 | |
| 2500000 | 62 | |
| 2000000 | 62 | |
| 1500000 | 62 | |
| 1300000 | 117 | |
| 1250000 | 117 |
Solvent circulation (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 20 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 56.26033957 |
| Minimum | 10 |
|---|---|
| Maximum | 200 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 10 |
| Q1 | 30 |
| median | 45 |
| Q3 | 65 |
| 95-th percentile | 160 |
| Maximum | 200 |
| Range | 190 |
| Interquartile range (IQR) | 35 |
Descriptive statistics
| Standard deviation | 41.47764141 |
|---|---|
| Coefficient of variation (CV) | 0.7372447754 |
| Kurtosis | 2.677067801 |
| Mean | 56.26033957 |
| Median Absolute Deviation (MAD) | 20 |
| Skewness | 1.684163832 |
| Sum | 129230 |
| Variance | 1720.394737 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 40 | 214 | 9.3% |
| 60 | 214 | 9.3% |
| 65 | 135 | 5.9% |
| 55 | 135 | 5.9% |
| 50 | 135 | 5.9% |
| 45 | 135 | 5.9% |
| 35 | 135 | 5.9% |
| 30 | 135 | 5.9% |
| 25 | 135 | 5.9% |
| 20 | 135 | 5.9% |
| Other values (10) | 789 |
| Value | Count | Frequency (%) |
| 10 | 134 | |
| 15 | 135 | |
| 20 | 135 | |
| 25 | 135 | |
| 30 | 135 | |
| 35 | 135 | |
| 40 | 214 | |
| 45 | 135 | |
| 50 | 135 | |
| 55 | 135 |
| Value | Count | Frequency (%) |
| 200 | 36 | 1.6% |
| 180 | 48 | 2.1% |
| 160 | 57 | 2.5% |
| 140 | 54 | 2.4% |
| 120 | 54 | 2.4% |
| 100 | 63 | 2.7% |
| 80 | 73 | 3.2% |
| 70 | 135 | |
| 65 | 135 | |
| 60 | 214 |
CO2 in feed (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 260.8402264 |
| Minimum | 50 |
|---|---|
| Maximum | 450 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 50 |
| Q1 | 150 |
| median | 250 |
| Q3 | 350 |
| 95-th percentile | 450 |
| Maximum | 450 |
| Range | 400 |
| Interquartile range (IQR) | 200 |
Descriptive statistics
| Standard deviation | 127.0820991 |
|---|---|
| Coefficient of variation (CV) | 0.4872028401 |
| Kurtosis | -1.178341957 |
| Mean | 260.8402264 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | -0.1092360214 |
| Sum | 599150 |
| Variance | 16149.85991 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 300 | 276 | |
| 350 | 276 | |
| 450 | 276 | |
| 400 | 275 | |
| 250 | 267 | |
| 200 | 253 | |
| 150 | 231 | |
| 100 | 228 | |
| 50 | 215 |
| Value | Count | Frequency (%) |
| 50 | 215 | |
| 100 | 228 | |
| 150 | 231 | |
| 200 | 253 | |
| 250 | 267 | |
| 300 | 276 | |
| 350 | 276 | |
| 400 | 275 | |
| 450 | 276 |
| Value | Count | Frequency (%) |
| 450 | 276 | |
| 400 | 275 | |
| 350 | 276 | |
| 300 | 276 | |
| 250 | 267 | |
| 200 | 253 | |
| 150 | 231 | |
| 100 | 228 | |
| 50 | 215 |
Reboiler emission/capture emissions
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4389038567 |
| Minimum | 0.1379824374 |
|---|---|
| Maximum | 0.7853766594 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 0.1379824374 |
|---|---|
| 5-th percentile | 0.2565271758 |
| Q1 | 0.3480690892 |
| median | 0.433338751 |
| Q3 | 0.5252151122 |
| 95-th percentile | 0.6394545214 |
| Maximum | 0.7853766594 |
| Range | 0.647394222 |
| Interquartile range (IQR) | 0.177146023 |
Descriptive statistics
| Standard deviation | 0.1190165412 |
|---|---|
| Coefficient of variation (CV) | 0.2711676815 |
| Kurtosis | -0.5283401566 |
| Mean | 0.4389038567 |
| Median Absolute Deviation (MAD) | 0.08846126507 |
| Skewness | 0.1687366535 |
| Sum | 1008.162159 |
| Variance | 0.01416493708 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.5753029407 | 1 | < 0.1% |
| 0.2505229436 | 1 | < 0.1% |
| 0.2772629661 | 1 | < 0.1% |
| 0.2667721049 | 1 | < 0.1% |
| 0.2557336598 | 1 | < 0.1% |
| 0.2404774878 | 1 | < 0.1% |
| 0.2167189415 | 1 | < 0.1% |
| 0.2370684517 | 1 | < 0.1% |
| 0.2622008049 | 1 | < 0.1% |
| 0.2966976996 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 0.1379824374 | 1 | |
| 0.1437038032 | 1 | |
| 0.1456712027 | 1 | |
| 0.1499494137 | 1 | |
| 0.1519050068 | 1 | |
| 0.1536029538 | 1 | |
| 0.15683535 | 1 | |
| 0.1587614315 | 1 | |
| 0.1603438536 | 1 | |
| 0.1656820315 | 1 |
| Value | Count | Frequency (%) |
| 0.7853766594 | 1 | |
| 0.771346552 | 1 | |
| 0.7651011515 | 1 | |
| 0.7612595214 | 1 | |
| 0.7534046165 | 1 | |
| 0.7525707501 | 1 | |
| 0.7463654031 | 1 | |
| 0.744867772 | 1 | |
| 0.7437014755 | 1 | |
| 0.7385789665 | 1 |
CO2 captured (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.43891874 |
| Minimum | 16.25319284 |
|---|---|
| Maximum | 206.7390375 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 16.25319284 |
|---|---|
| 5-th percentile | 22.41623427 |
| Q1 | 46.08059727 |
| median | 78.399494 |
| Q3 | 114.5290926 |
| 95-th percentile | 172.5643738 |
| Maximum | 206.7390375 |
| Range | 190.4858447 |
| Interquartile range (IQR) | 68.4484953 |
Descriptive statistics
| Standard deviation | 45.17570676 |
|---|---|
| Coefficient of variation (CV) | 0.5350104837 |
| Kurtosis | -0.3198173543 |
| Mean | 84.43891874 |
| Median Absolute Deviation (MAD) | 33.84204796 |
| Skewness | 0.5937698854 |
| Sum | 193956.1963 |
| Variance | 2040.844481 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 23.05215399 | 1 | < 0.1% |
| 102.2592001 | 1 | < 0.1% |
| 108.4110828 | 1 | < 0.1% |
| 107.2810677 | 1 | < 0.1% |
| 106.1358529 | 1 | < 0.1% |
| 104.902364 | 1 | < 0.1% |
| 103.5517831 | 1 | < 0.1% |
| 100.966143 | 1 | < 0.1% |
| 103.4700817 | 1 | < 0.1% |
| 110.6770358 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 16.25319284 | 1 | |
| 16.25699119 | 1 | |
| 16.26011215 | 1 | |
| 16.26263858 | 1 | |
| 16.26474208 | 1 | |
| 16.26652904 | 1 | |
| 16.2680698 | 1 | |
| 16.26941461 | 1 | |
| 16.27059918 | 1 | |
| 16.27165173 | 1 |
| Value | Count | Frequency (%) |
| 206.7390375 | 1 | |
| 206.7228864 | 1 | |
| 206.6552014 | 1 | |
| 206.6337121 | 1 | |
| 206.2486652 | 1 | |
| 205.8961057 | 1 | |
| 205.8771698 | 1 | |
| 205.8597476 | 1 | |
| 205.6966246 | 1 | |
| 205.2380019 | 1 |
CO2 emitted while capturing (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13.13914451 |
| Minimum | 3.967575333 |
|---|---|
| Maximum | 40.28987713 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 3.967575333 |
|---|---|
| 5-th percentile | 5.919912662 |
| Q1 | 8.081988405 |
| median | 10.49368878 |
| Q3 | 14.33998992 |
| 95-th percentile | 30.75854103 |
| Maximum | 40.28987713 |
| Range | 36.3223018 |
| Interquartile range (IQR) | 6.258001513 |
Descriptive statistics
| Standard deviation | 7.625618832 |
|---|---|
| Coefficient of variation (CV) | 0.5803740743 |
| Kurtosis | 1.421902686 |
| Mean | 13.13914451 |
| Median Absolute Deviation (MAD) | 2.815045785 |
| Skewness | 1.519265799 |
| Sum | 30180.61494 |
| Variance | 58.15006257 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.110878154 | 1 | < 0.1% |
| 10.61416118 | 1 | < 0.1% |
| 11.80369395 | 1 | < 0.1% |
| 11.50113436 | 1 | < 0.1% |
| 11.19772958 | 1 | < 0.1% |
| 11.05754603 | 1 | < 0.1% |
| 11.32593871 | 1 | < 0.1% |
| 10.35374146 | 1 | < 0.1% |
| 10.9215392 | 1 | < 0.1% |
| 12.409325 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 3.967575333 | 1 | |
| 4.195113647 | 1 | |
| 4.304462701 | 1 | |
| 4.399626334 | 1 | |
| 4.422601313 | 1 | |
| 4.520251871 | 1 | |
| 4.533116931 | 1 | |
| 4.602603491 | 1 | |
| 4.64891179 | 1 | |
| 4.650038893 | 1 |
| Value | Count | Frequency (%) |
| 40.28987713 | 1 | |
| 39.84194508 | 1 | |
| 39.38836474 | 1 | |
| 38.97609222 | 1 | |
| 38.92209354 | 1 | |
| 38.53008902 | 1 | |
| 38.42867667 | 1 | |
| 38.08030155 | 1 | |
| 37.8985754 | 1 | |
| 37.87442072 | 1 |
CO2 net captured (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71.29977423 |
| Minimum | 1.841799633 |
|---|---|
| Maximum | 171.9075639 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 1.841799633 |
|---|---|
| 5-th percentile | 15.15267244 |
| Q1 | 37.33256114 |
| median | 67.16710679 |
| Q3 | 99.33153078 |
| 95-th percentile | 146.4472437 |
| Maximum | 171.9075639 |
| Range | 170.0657642 |
| Interquartile range (IQR) | 61.99896963 |
Descriptive statistics
| Standard deviation | 39.54133227 |
|---|---|
| Coefficient of variation (CV) | 0.5545786462 |
| Kurtosis | -0.5162593889 |
| Mean | 71.29977423 |
| Median Absolute Deviation (MAD) | 31.09342931 |
| Skewness | 0.4731805555 |
| Sum | 163775.5814 |
| Variance | 1563.516957 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 15.94127584 | 1 | < 0.1% |
| 91.64503895 | 1 | < 0.1% |
| 96.60738888 | 1 | < 0.1% |
| 95.77993333 | 1 | < 0.1% |
| 94.93812332 | 1 | < 0.1% |
| 93.84481792 | 1 | < 0.1% |
| 92.22584434 | 1 | < 0.1% |
| 90.61240157 | 1 | < 0.1% |
| 92.54854246 | 1 | < 0.1% |
| 98.2677108 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 1.841799633 | 1 | |
| 2.457622253 | 1 | |
| 3.466598808 | 1 | |
| 4.114529129 | 1 | |
| 4.730185587 | 1 | |
| 5.753142278 | 1 | |
| 6.38715316 | 1 | |
| 7.002720393 | 1 | |
| 8.02569428 | 1 | |
| 8.659250155 | 1 |
| Value | Count | Frequency (%) |
| 171.9075639 | 1 | |
| 171.7870564 | 1 | |
| 171.7488122 | 1 | |
| 171.4768947 | 1 | |
| 171.206352 | 1 | |
| 171.1485609 | 1 | |
| 171.1346298 | 1 | |
| 171.1166342 | 1 | |
| 170.9508497 | 1 | |
| 170.8146966 | 1 |
CO2 net captured (%)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.1620131 |
| Minimum | 3.683599266 |
|---|---|
| Maximum | 38.20168086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 3.683599266 |
|---|---|
| 5-th percentile | 11.73716303 |
| Q1 | 23.75646162 |
| median | 30.49653082 |
| Q3 | 34.30739323 |
| 95-th percentile | 36.96803773 |
| Maximum | 38.20168086 |
| Range | 34.51808159 |
| Interquartile range (IQR) | 10.55093162 |
Descriptive statistics
| Standard deviation | 7.73891413 |
|---|---|
| Coefficient of variation (CV) | 0.2747997489 |
| Kurtosis | -0.1573445069 |
| Mean | 28.1620131 |
| Median Absolute Deviation (MAD) | 4.438845165 |
| Skewness | -0.9276050673 |
| Sum | 64688.1441 |
| Variance | 59.89079191 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 31.88255167 | 1 | < 0.1% |
| 30.54834632 | 1 | < 0.1% |
| 32.20246296 | 1 | < 0.1% |
| 31.92664444 | 1 | < 0.1% |
| 31.64604111 | 1 | < 0.1% |
| 31.28160597 | 1 | < 0.1% |
| 30.74194811 | 1 | < 0.1% |
| 30.20413386 | 1 | < 0.1% |
| 30.84951415 | 1 | < 0.1% |
| 32.7559036 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 3.683599266 | 1 | |
| 4.915244506 | 1 | |
| 6.933197616 | 1 | |
| 8.229058257 | 1 | |
| 8.525104986 | 1 | |
| 8.575610445 | 1 | |
| 8.625744508 | 1 | |
| 8.676259511 | 1 | |
| 8.700591012 | 1 | |
| 8.726308014 | 1 |
| Value | Count | Frequency (%) |
| 38.20168086 | 1 | |
| 38.17490142 | 1 | |
| 38.1664027 | 1 | |
| 38.10597661 | 1 | |
| 38.045856 | 1 | |
| 38.03301353 | 1 | |
| 38.02991773 | 1 | |
| 38.02591871 | 1 | |
| 37.98907772 | 1 | |
| 37.97409028 | 1 |
MWh/ton CO2 net captured
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.329790442 |
| Minimum | 0.5535142927 |
|---|---|
| Maximum | 64.83838593 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 0.5535142927 |
|---|---|
| 5-th percentile | 0.6295954122 |
| Q1 | 0.7607586594 |
| median | 0.9570731841 |
| Q3 | 1.359761603 |
| 95-th percentile | 2.843046385 |
| Maximum | 64.83838593 |
| Range | 64.28487164 |
| Interquartile range (IQR) | 0.5990029433 |
Descriptive statistics
| Standard deviation | 2.133317459 |
|---|---|
| Coefficient of variation (CV) | 1.604250859 |
| Kurtosis | 465.6135588 |
| Mean | 1.329790442 |
| Median Absolute Deviation (MAD) | 0.2416359772 |
| Skewness | 18.79106342 |
| Sum | 3054.528645 |
| Variance | 4.551043379 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2.478150371 | 1 | < 0.1% |
| 0.6434343069 | 1 | < 0.1% |
| 0.6787894615 | 1 | < 0.1% |
| 0.667104149 | 1 | < 0.1% |
| 0.6552647828 | 1 | < 0.1% |
| 0.6545999305 | 1 | < 0.1% |
| 0.6822586684 | 1 | < 0.1% |
| 0.6348003685 | 1 | < 0.1% |
| 0.65560425 | 1 | < 0.1% |
| 0.7015599921 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 0.5535142927 | 1 | |
| 0.5579764365 | 1 | |
| 0.5623035019 | 1 | |
| 0.5630477497 | 1 | |
| 0.5641589362 | 1 | |
| 0.5677934151 | 1 | |
| 0.5688774007 | 1 | |
| 0.5724051902 | 1 | |
| 0.5725817236 | 1 | |
| 0.5733802846 | 1 |
| Value | Count | Frequency (%) |
| 64.83838593 | 1 | |
| 47.09927193 | 1 | |
| 31.86441588 | 1 | |
| 25.95470173 | 1 | |
| 21.80156374 | 1 | |
| 16.9749618 | 1 | |
| 14.74256255 | 1 | |
| 12.92330265 | 1 | |
| 11.0124667 | 1 | |
| 10.5481147 | 1 |
CO2 emitted/captured (%)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.40308806 |
| Minimum | 9.060533051 |
|---|---|
| Maximum | 92.10790668 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 9.060533051 |
|---|---|
| 5-th percentile | 10.17914379 |
| Q1 | 12.04434475 |
| median | 14.6956509 |
| Q3 | 19.66304034 |
| 95-th percentile | 33.85141808 |
| Maximum | 92.10790668 |
| Range | 83.04737363 |
| Interquartile range (IQR) | 7.618695596 |
Descriptive statistics
| Standard deviation | 8.567945005 |
|---|---|
| Coefficient of variation (CV) | 0.4923232577 |
| Kurtosis | 14.44169873 |
| Mean | 17.40308806 |
| Median Absolute Deviation (MAD) | 3.230226426 |
| Skewness | 2.985861767 |
| Sum | 39974.89327 |
| Variance | 73.40968161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30.84691416 | 1 | < 0.1% |
| 10.3796638 | 1 | < 0.1% |
| 10.88790338 | 1 | < 0.1% |
| 10.72056292 | 1 | < 0.1% |
| 10.55037414 | 1 | < 0.1% |
| 10.54079776 | 1 | < 0.1% |
| 10.93746373 | 1 | < 0.1% |
| 10.25466672 | 1 | < 0.1% |
| 10.55526296 | 1 | < 0.1% |
| 11.21219493 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 9.060533051 | 1 | |
| 9.126907935 | 1 | |
| 9.191181042 | 1 | |
| 9.202226744 | 1 | |
| 9.218713339 | 1 | |
| 9.272596055 | 1 | |
| 9.288654227 | 1 | |
| 9.340875602 | 1 | |
| 9.343487222 | 1 | |
| 9.355299183 | 1 |
| Value | Count | Frequency (%) |
| 92.10790668 | 1 | |
| 89.44910501 | 1 | |
| 85.15350135 | 1 | |
| 82.36905683 | 1 | |
| 79.69246873 | 1 | |
| 75.34208616 | 1 | |
| 72.63019396 | 1 | |
| 69.9356124 | 1 | |
| 66.4682032 | 1 | |
| 65.5013083 | 1 |
CO2 conc. To storage (mol%)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 2297 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9186797572 |
| Minimum | 0.794163406 |
|---|---|
| Maximum | 0.9327326701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 0.794163406 |
|---|---|
| 5-th percentile | 0.8655387239 |
| Q1 | 0.9174603835 |
| median | 0.9265038887 |
| Q3 | 0.9303208234 |
| 95-th percentile | 0.932329562 |
| Maximum | 0.9327326701 |
| Range | 0.1385692641 |
| Interquartile range (IQR) | 0.01286043988 |
Descriptive statistics
| Standard deviation | 0.02074539049 |
|---|---|
| Coefficient of variation (CV) | 0.02258174334 |
| Kurtosis | 7.666325937 |
| Mean | 0.9186797572 |
| Median Absolute Deviation (MAD) | 0.004722356076 |
| Skewness | -2.702953553 |
| Sum | 2110.207402 |
| Variance | 0.0004303712265 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.8690843404 | 1 | < 0.1% |
| 0.9268848646 | 1 | < 0.1% |
| 0.926825735 | 1 | < 0.1% |
| 0.9267624555 | 1 | < 0.1% |
| 0.9266927405 | 1 | < 0.1% |
| 0.9266107072 | 1 | < 0.1% |
| 0.9265129062 | 1 | < 0.1% |
| 0.9267920276 | 1 | < 0.1% |
| 0.9269649995 | 1 | < 0.1% |
| 0.9269373337 | 1 | < 0.1% |
| Other values (2287) | 2287 |
| Value | Count | Frequency (%) |
| 0.794163406 | 1 | |
| 0.7966661126 | 1 | |
| 0.8017589929 | 1 | |
| 0.8088671619 | 1 | |
| 0.8146518973 | 1 | |
| 0.8182836162 | 1 | |
| 0.81833004 | 1 | |
| 0.8220654307 | 1 | |
| 0.822367849 | 1 | |
| 0.8258293236 | 1 |
| Value | Count | Frequency (%) |
| 0.9327326701 | 1 | |
| 0.9327324879 | 1 | |
| 0.9327323196 | 1 | |
| 0.9327320952 | 1 | |
| 0.9327317118 | 1 | |
| 0.9327313949 | 1 | |
| 0.9327311752 | 1 | |
| 0.9327307325 | 1 | |
| 0.9327304681 | 1 | |
| 0.9327301556 | 1 |
CO2 in feed (mol%)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 9 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5216804528 |
| Minimum | 0.1 |
|---|---|
| Maximum | 0.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.3 |
| median | 0.5 |
| Q3 | 0.7 |
| 95-th percentile | 0.9 |
| Maximum | 0.9 |
| Range | 0.8 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.2541641982 |
|---|---|
| Coefficient of variation (CV) | 0.4872028401 |
| Kurtosis | -1.178341957 |
| Mean | 0.5216804528 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | -0.1092360214 |
| Sum | 1198.3 |
| Variance | 0.06459943966 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6 | 276 | |
| 0.7 | 276 | |
| 0.9 | 276 | |
| 0.8 | 275 | |
| 0.5 | 267 | |
| 0.4 | 253 | |
| 0.3 | 231 | |
| 0.2 | 228 | |
| 0.1 | 215 |
| Value | Count | Frequency (%) |
| 0.1 | 215 | |
| 0.2 | 228 | |
| 0.3 | 231 | |
| 0.4 | 253 | |
| 0.5 | 267 | |
| 0.6 | 276 | |
| 0.7 | 276 | |
| 0.8 | 275 | |
| 0.9 | 276 |
| Value | Count | Frequency (%) |
| 0.9 | 276 | |
| 0.8 | 275 | |
| 0.7 | 276 | |
| 0.6 | 276 | |
| 0.5 | 267 | |
| 0.4 | 253 | |
| 0.3 | 231 | |
| 0.2 | 228 | |
| 0.1 | 215 |
CO2 in acid gas (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2275 |
|---|---|
| Distinct (%) | 99.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 176.4002999 |
| Minimum | 26.65045975 |
|---|---|
| Maximum | 405.3605514 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 26.65045975 |
|---|---|
| 5-th percentile | 27.60332468 |
| Q1 | 91.40758048 |
| median | 169.0394704 |
| Q3 | 250.6642552 |
| 95-th percentile | 343.610549 |
| Maximum | 405.3605514 |
| Range | 378.7100917 |
| Interquartile range (IQR) | 159.2566747 |
Descriptive statistics
| Standard deviation | 97.73696831 |
|---|---|
| Coefficient of variation (CV) | 0.5540635043 |
| Kurtosis | -0.8881952004 |
| Mean | 176.4002999 |
| Median Absolute Deviation (MAD) | 79.36957948 |
| Skewness | 0.2168083303 |
| Sum | 405191.4888 |
| Variance | 9552.514975 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 215.6314658 | 3 | 0.1% |
| 309.4437634 | 2 | 0.1% |
| 356.2437742 | 2 | 0.1% |
| 33.72508937 | 2 | 0.1% |
| 33.72655694 | 2 | 0.1% |
| 33.7283474 | 2 | 0.1% |
| 215.6279299 | 2 | 0.1% |
| 402.8089431 | 2 | 0.1% |
| 356.2417524 | 2 | 0.1% |
| 262.6076192 | 2 | 0.1% |
| Other values (2265) | 2276 |
| Value | Count | Frequency (%) |
| 26.65045975 | 1 | |
| 26.66269144 | 1 | |
| 26.66294061 | 1 | |
| 26.66330468 | 1 | |
| 26.6639193 | 1 | |
| 26.66960151 | 1 | |
| 26.70697709 | 1 | |
| 26.70723458 | 1 | |
| 26.70759526 | 1 | |
| 26.70813819 | 1 |
| Value | Count | Frequency (%) |
| 405.3605514 | 1 | |
| 404.6326821 | 1 | |
| 404.0527317 | 1 | |
| 403.5039523 | 1 | |
| 402.9555223 | 1 | |
| 402.8203268 | 1 | |
| 402.8176112 | 1 | |
| 402.8155298 | 1 | |
| 402.813818 | 1 | |
| 402.8123558 | 1 |
CO2 from reboiler (kmol/hr)
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATION| Distinct | 2296 |
|---|---|
| Distinct (%) | > 99.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.842502074 |
| Minimum | 2.454545325 |
|---|---|
| Maximum | 20.45454617 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 18.1 KiB |
Quantile statistics
| Minimum | 2.454545325 |
|---|---|
| 5-th percentile | 2.454545498 |
| Q1 | 3.272727279 |
| median | 4.295454543 |
| Q3 | 5.318181805 |
| 95-th percentile | 18.40909034 |
| Maximum | 20.45454617 |
| Range | 18.00000084 |
| Interquartile range (IQR) | 2.045454526 |
Descriptive statistics
| Standard deviation | 4.416175392 |
|---|---|
| Coefficient of variation (CV) | 0.7558705732 |
| Kurtosis | 3.106547605 |
| Mean | 5.842502074 |
| Median Absolute Deviation (MAD) | 1.022727264 |
| Skewness | 2.039477975 |
| Sum | 13420.22727 |
| Variance | 19.50260509 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.272727274 | 2 | 0.1% |
| 4.090909113 | 1 | < 0.1% |
| 3.68181818 | 1 | < 0.1% |
| 3.272727195 | 1 | < 0.1% |
| 3.068181823 | 1 | < 0.1% |
| 2.863636366 | 1 | < 0.1% |
| 2.659090891 | 1 | < 0.1% |
| 2.45454545 | 1 | < 0.1% |
| 2.454545458 | 1 | < 0.1% |
| 2.659090902 | 1 | < 0.1% |
| Other values (2286) | 2286 |
| Value | Count | Frequency (%) |
| 2.454545325 | 1 | |
| 2.454545334 | 1 | |
| 2.454545338 | 1 | |
| 2.454545414 | 1 | |
| 2.454545423 | 1 | |
| 2.454545429 | 1 | |
| 2.454545432 | 1 | |
| 2.454545434 | 1 | |
| 2.454545436 | 1 | |
| 2.454545437 | 1 |
| Value | Count | Frequency (%) |
| 20.45454617 | 1 | |
| 20.45454576 | 1 | |
| 20.45454548 | 1 | |
| 20.45454547 | 1 | |
| 20.45454547 | 1 | |
| 20.45454546 | 1 | |
| 20.45454546 | 1 | |
| 20.45454546 | 1 | |
| 20.45454546 | 1 | |
| 20.45454546 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | Run | Reboiler duty (W) | Solvent circulation (kmol/hr) | CO2 in feed (kmol/hr) | Reboiler emission/capture emissions | CO2 captured (kmol/hr) | CO2 emitted while capturing (kmol/hr) | CO2 net captured (kmol/hr) | CO2 net captured (%) | MWh/ton CO2 net captured | CO2 emitted/captured (%) | CO2 conc. To storage (mol%) | CO2 in feed (mol%) | CO2 in acid gas (kmol/hr) | CO2 from reboiler (kmol/hr) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1 | 1000000 | 40 | 50 | 0.575303 | 23.052154 | 7.110878 | 15.941276 | 31.882552 | 2.478150 | 30.846914 | 0.869084 | 0.1 | 27.050134 | 4.090909 |
| 1 | 1 | 2 | 1500000 | 40 | 50 | 0.648408 | 23.271141 | 9.463738 | 13.807403 | 27.614806 | 3.807836 | 40.667271 | 0.862486 | 0.1 | 26.724929 | 6.136364 |
| 2 | 2 | 3 | 2000000 | 40 | 50 | 0.696703 | 23.292563 | 11.743625 | 11.548939 | 23.097878 | 5.649208 | 50.417914 | 0.861902 | 0.1 | 26.709084 | 8.181818 |
| 3 | 3 | 4 | 2500000 | 40 | 50 | 0.729648 | 23.291886 | 14.016716 | 9.275170 | 18.550340 | 8.395603 | 60.178535 | 0.861859 | 0.1 | 26.708138 | 10.227273 |
| 4 | 4 | 5 | 3000000 | 40 | 50 | 0.753405 | 23.292410 | 16.289690 | 7.002720 | 14.005441 | 12.923303 | 69.935612 | 0.861837 | 0.1 | 26.707595 | 12.272727 |
| 5 | 5 | 6 | 3500000 | 40 | 50 | 0.771347 | 23.292765 | 18.562580 | 4.730186 | 9.460371 | 21.801564 | 79.692469 | 0.861821 | 0.1 | 26.707235 | 14.318182 |
| 6 | 6 | 7 | 4000000 | 40 | 50 | 0.785377 | 23.293022 | 20.835399 | 2.457622 | 4.915245 | 47.099272 | 89.449105 | 0.861811 | 0.1 | 26.706977 | 16.363636 |
| 7 | 11 | 12 | 4000000 | 60 | 50 | 0.761260 | 23.337276 | 21.495477 | 1.841800 | 3.683599 | 64.838386 | 92.107907 | 0.826601 | 0.1 | 26.662691 | 16.363636 |
| 8 | 12 | 13 | 3500000 | 60 | 50 | 0.744868 | 23.336977 | 19.222448 | 4.114529 | 8.229058 | 25.954702 | 82.369057 | 0.826626 | 0.1 | 26.662941 | 14.318182 |
| 9 | 13 | 14 | 3000000 | 60 | 50 | 0.724083 | 23.336494 | 16.949341 | 6.387153 | 12.774306 | 14.742563 | 72.630194 | 0.826661 | 0.1 | 26.663305 | 12.272727 |
Last rows
| df_index | Run | Reboiler duty (W) | Solvent circulation (kmol/hr) | CO2 in feed (kmol/hr) | Reboiler emission/capture emissions | CO2 captured (kmol/hr) | CO2 emitted while capturing (kmol/hr) | CO2 net captured (kmol/hr) | CO2 net captured (%) | MWh/ton CO2 net captured | CO2 emitted/captured (%) | CO2 conc. To storage (mol%) | CO2 in feed (mol%) | CO2 in acid gas (kmol/hr) | CO2 from reboiler (kmol/hr) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2287 | 2473 | 2474 | 850000 | 70 | 450 | 0.239346 | 150.693542 | 14.528218 | 136.165323 | 30.258961 | 0.592752 | 9.640903 | 0.932046 | 0.9 | 299.304925 | 3.477273 |
| 2288 | 2474 | 2475 | 900000 | 70 | 450 | 0.248217 | 151.869398 | 14.833069 | 137.036329 | 30.452518 | 0.601344 | 9.766990 | 0.932065 | 0.9 | 298.118623 | 3.681818 |
| 2289 | 2475 | 2476 | 950000 | 70 | 450 | 0.256726 | 153.051986 | 15.138203 | 137.913783 | 30.647507 | 0.609809 | 9.890890 | 0.932082 | 0.9 | 296.938077 | 3.886364 |
| 2290 | 2476 | 2477 | 1000000 | 70 | 450 | 0.264925 | 154.206475 | 15.441736 | 138.764739 | 30.836609 | 0.618222 | 10.013676 | 0.932099 | 0.9 | 295.785431 | 4.090909 |
| 2291 | 2477 | 2478 | 1050000 | 70 | 450 | 0.272830 | 155.340624 | 15.744053 | 139.596571 | 31.021460 | 0.626570 | 10.135181 | 0.932115 | 0.9 | 294.653128 | 4.295455 |
| 2292 | 2478 | 2479 | 1100000 | 70 | 450 | 0.280441 | 156.471556 | 16.046182 | 140.425374 | 31.205639 | 0.634824 | 10.255015 | 0.932129 | 0.9 | 293.522721 | 4.500000 |
| 2293 | 2479 | 2480 | 1150000 | 70 | 450 | 0.287800 | 157.572892 | 16.346557 | 141.226334 | 31.383630 | 0.643040 | 10.373965 | 0.932143 | 0.9 | 292.422553 | 4.704545 |
| 2294 | 2480 | 2481 | 1200000 | 70 | 450 | 0.294909 | 158.660094 | 16.646097 | 142.013997 | 31.558666 | 0.651192 | 10.491672 | 0.932156 | 0.9 | 291.336279 | 4.909091 |
| 2295 | 2481 | 2482 | 1250000 | 70 | 450 | 0.301776 | 159.738862 | 16.945129 | 142.793733 | 31.731941 | 0.659270 | 10.608019 | 0.932168 | 0.9 | 290.257998 | 5.113636 |
| 2296 | 2482 | 2483 | 1300000 | 70 | 450 | 0.308437 | 160.786973 | 17.242334 | 143.544640 | 31.898809 | 0.667324 | 10.723713 | 0.932179 | 0.9 | 289.210798 | 5.318182 |